Cargando…

Molecular signatures for obesity and associated disorders identified through partial least square regression models

BACKGROUND: Obesity is now a worldwide epidemic disease and poses a major risk for diet related diseases like type 2 diabetes, cardiovascular disease, stroke and fatty liver among others. In the present study we employed the murine model of diet-induced obesity to determine the early, tissue-specifi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sinha, Neeraj, Sharma, Sachin, Tripathi, Parul, Negi, Simarjeet Kaur, Tikoo, Kamiya, Kumar, Dhiraj, Rao, Kanury VS, Chatterjee, Samrat
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2014
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4363939/ https://www.ncbi.nlm.nih.gov/pubmed/25231063 http://dx.doi.org/10.1186/s12918-014-0104-4

Ejemplares similares

A Comprehensive Inter-Tissue Crosstalk Analysis Underlying Progression and Control of Obesity and Diabetes
por: Samdani, Pawan, et al.
Publicado: (2015)

Partial least square regression applied to the QTLMAS 2010 dataset
por: Coster, Albart, et al.
Publicado: (2011)

Compressor map regression modelling based on partial least squares
por: Li, Xu, et al.
Publicado: (2018)

Quasi-least squares regression
por: Shults, Justine, et al.
Publicado: (2014)

Immunomodulatory Role of an Ayurvedic Formulation on Imbalanced Immunometabolics during Inflammatory Responses of Obesity and Prediabetic Disease
por: Tikoo, Kamiya, et al.
Publicado: (2013)

Sparse partial least squares regression for simultaneous dimension reduction and variable selection
por: Chun, Hyonho, et al.
Publicado: (2010)

Partial Least Squares Regression Performs Well in MRI-Based Individualized Estimations
por: Chen, Chen, et al.
Publicado: (2019)

Partial Least Squares Regression-Based Robust Forward Control of the Tableting Process
por: Hattori, Yusuke, et al.
Publicado: (2020)

Discovering partial least squares with JMP
por: Cox, Ian, et al.
Publicado: (2013)

Penalized partial least squares for pleiotropy
por: Broc, Camilo, et al.
Publicado: (2021)

Handbook of partial least squares : concepts, methods and applications /
Publicado: (2010)

Use of partial least squares regression to impute SNP genotypes in Italian Cattle breeds
por: Dimauro, Corrado, et al.
Publicado: (2013)

Predicting survival from gene expression data by generalized partial least squares regression
por: Størvold, HL, et al.
Publicado: (2005)

Downscaling GRACE total water storage change using partial least squares regression
por: Vishwakarma, Bramha Dutt, et al.
Publicado: (2021)

Modeling the Ranked Antenatal Care Visits Using Optimized Partial Least Square Regression
por: Sadiq, Maryam, et al.
Publicado: (2022)

Identifying maternal and infant factors associated with newborn size in rural Bangladesh by partial least squares (PLS) regression analysis
por: Kabir, Alamgir, et al.
Publicado: (2017)

Quartz-Enhanced Photoacoustic Spectroscopy Assisted by Partial Least-Squares Regression for Multi-Gas Measurements
por: Rasmussen, Andreas N., et al.
Publicado: (2023)

Handbook of Partial Least Squares: Concepts, Methods and Applications
por: Vinzi, Vincenzo Esposito, et al.
Publicado: (2010)

Determination of carbohydrates present in Saccharomyces cerevisiae using mid-infrared spectroscopy and partial least squares regression
por: Plata, Maria R., et al.
Publicado: (2013)

Gene Function Prediction from Functional Association Networks Using Kernel Partial Least Squares Regression
por: Lehtinen, Sonja, et al.
Publicado: (2015)

Prediction of Milk Coagulation Properties and Individual Cheese Yield in Sheep Using Partial Least Squares Regression
por: Cellesi, Massimo, et al.
Publicado: (2019)

Simultaneous serotonin and dopamine monitoring across timescales by rapid pulse voltammetry with partial least squares regression
por: Movassaghi, Cameron S., et al.
Publicado: (2021)

Identifying Early Indicators of Tail Biting in Pigs by Variable Selection Using Partial Least Squares Regression
por: Drexl, Veronika, et al.
Publicado: (2022)

Identifying possible biomarkers of lower urinary tract symptoms using metabolomics and partial least square regression
por: Hopland-Nechita, Florin V, et al.
Publicado: (2023)

Circular and linear regression: fitting circles and lines by least squares
por: Chernov, Nikolai
Publicado: (2010)

Multiclass Prediction with Partial Least Square Regression for Gene Expression Data: Applications in Breast Cancer Intrinsic Taxonomy
por: Huang, Chi-Cheng, et al.
Publicado: (2013)

Partial Least Squares Regression Can Aid in Detecting Differential Abundance of Multiple Features in Sets of Metagenomic Samples
por: Libiger, Ondrej, et al.
Publicado: (2015)

Rapid Quantitative Analysis of Forest Biomass Using Fourier Transform Infrared Spectroscopy and Partial Least Squares Regression
por: Acquah, Gifty E., et al.
Publicado: (2016)

Determination of Ethanol in Blood Samples Using Partial Least Square Regression Applied to Surface Enhanced Raman Spectroscopy
por: Açikgöz, Güneş, et al.
Publicado: (2018)

Quantitative Detection of Components in Polymer-Bonded Explosives through Near-Infrared Spectroscopy with Partial Least Square Regression
por: Su, Pengfei, et al.
Publicado: (2021)

Leaf Anthocyanin Content Retrieval with Partial Least Squares and Gaussian Process Regression from Spectral Reflectance Data
por: Li, Yingying, et al.
Publicado: (2021)

Rapid tannin profiling of tree fodders using untargeted mid-infrared spectroscopy and partial least squares regression
por: Ortuño, Jordi, et al.
Publicado: (2021)

Correlation of Glucosinolates and Volatile Constituents of Six Brassicaceae Seeds with Their Antioxidant Activities Based on Partial Least Squares Regression
por: Khalil, Noha, et al.
Publicado: (2022)

Investigation of electrophysiological markers to predict clinical and functional outcome of schizophrenia using sparse partial least square regression
por: Giuliani, L., et al.
Publicado: (2021)

The impact of CDIO's dimensions and values on IT Learner's attitude and behavior: A regression model using Partial Least Squares
por: Shuhaiber, Ahmed, et al.
Publicado: (2022)

Neural network ensemble model for prediction of erythrocyte sedimentation rate (ESR) using partial least squares regression
por: Lee, Jaejin, et al.
Publicado: (2022)

SOC stocks prediction on the basis of spatial and temporal variation in soil properties by using partial least square regression
por: Usman, Jawaria, et al.
Publicado: (2023)

Chemometric Assisted UV-Spectrophotometric Methods Using Multivariate Curve Resolution Alternating Least Squares and Partial Least Squares Regression for Determination of Beta-Antagonists in Formulated Products: Evaluation of the Ecological Impact
por: Mostafa, Ahmed, et al.
Publicado: (2022)

Optimization of Parameter Selection for Partial Least Squares Model Development
por: Zhao, Na, et al.
Publicado: (2015)

Consistent Partial Least Squares Path Modeling via Regularization
por: Jung, Sunho, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_bj75or9paqc6c1tm2tik9s58gh